ArticleDevelopmental cognitive neuroscience2020
Temporal dynamics of visual representations in the infant brain.
Article in Developmental cognitive neuroscience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 34 citations in OpenAlex.
- Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data.Cortex; a journal devoted to the study of the nervous system and behavior · 2026Article
- Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data.bioRxiv : the preprint server for biology · 2026Article
- Deep learning in fetal, infant, and toddler neuroimaging research.Developmental cognitive neuroscience · 2026Review
- Relating Infant Fixations to Adult Cortical Activation Patterns Using the Natural Scenes Dataset.Developmental science · 2025Article
- Charting Decodability of Dynamic Facial Expressions in Young and Old Adults: Similarities and Differences.Experimental neurobiology · 2025Article
- Fast and robust visual object recognition in young children.Science advances · 2025Article
- Human infant EEG recordings for 200 object images presented in rapid visual streams.Scientific data · 2025Article
- Article
- Development of Higher-Level Vision: A Network Perspective.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Review
- A Within-Subject Multimodal NIRS-EEG Classifier for Infant Data.Sensors (Basel, Switzerland) · 2024Article
- Infant neuroscience: how to measure brain activity in the youngest minds.Trends in neurosciences · 2024Review
- Longitudinal development of category representations in ventral temporal cortex predicts word and face recognition.Nature communications · 2023Article
- Distributed and hierarchical neural encoding of multidimensional biological motion attributes in the human brain.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Peak selection and latency jitter correction in developmental event-related potentials.Developmental psychobiology · 2021Article
Corrections and comments
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Authors and funding
8 authors at 6 institutions in 2 countries.
Funding
Abstract
Tools from computational neuroscience have facilitated the investigation of the neural correlates of mental representations. However, access to the representational content of neural activations early in life has remained limited. We asked whether patterns of neural activity elicited by complex visual stimuli (animals, human body) could be decoded from EEG data gathered from 12-15-month-old infants and adult controls. We assessed pairwise classification accuracy at each time-point after stimulus onset, for individual infants and adults. Classification accuracies rose above chance in both groups, within 500 ms. In contrast to adults, neural representations in infants were not linearly separable across visual domains. Representations were similar within, but not across, age groups. These findings suggest a developmental reorganization of visual representations between the second year of life and adulthood and provide a promising proof-of-concept for the feasibility of decoding EEG data within-subject to assess how the infant brain dynamically represents visual objects.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.